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Benchmarks
Emotional Music Generation on DEAM Out-Of-Domain (test)
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0
FAD
Ground Truth
-0.1924
1.1063
2.405
3.7037
Oct 7, 2025
FAD
Arousal CCC
Arousal PCC
Arousal RMSE
Valence CCC
Valence PCC
Valence RMSE
Updated 4mo ago
Evaluation Results
Method
Method
Links
FAD
Arousal CCC
Arousal PCC
Arousal RMSE
Valence CCC
Valence PCC
Valence RMSE
Ground Truth
2025.10
0
0.6
0.62
1.34
0.53
0.57
1.36
Lara-Gen
Prompt=VA, Loss=CE+LARA
2025.10
2.45
0.67
0.69
1.2
0.24
0.27
1.69
w/o LARA
Prompt=VA, Loss=CE
2025.10
2.67
0.47
0.49
1.39
0.27
0.31
1.66
Emotion Text Finetuning
Prompt=Text, Loss=CE
2025.10
2.83
0.35
0.41
1.7
0.21
0.25
1.77
Emotion Text Prompting
Prompt=Text
2025.10
4.81
0.23
0.34
2.05
0.06
0.12
2.35
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